# Data-Driven Deconvolution Using Echo-State Networks Enhances Production Data Analysis in Unconventional Reservoirs

> Research article (SPE Eastern Regional Meeting, 2019) · cited 12× · AI/ML

**Wikidata**: [openalex:W2979796898](https://www.wikidata.org/wiki/openalex:W2979796898)  
**Source**: https://4ort.xyz/entity/data-driven-deconvolution-using-echo-state-networks-enhances-production-data-analysis-in-unconventional-reservoirs